{
  "command": [
    "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
    "-B",
    "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
    "--bundle-dir",
    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
    "--dt-ms",
    "0.1"
  ],
  "handshake": {
    "array_sha256": {
      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6",
      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9"
    },
    "decay_f32_bits": "3f7eb923",
    "dt_ms": 0.1,
    "environment": {
      "CUBLAS_WORKSPACE_CONFIG": null,
      "cuda": "13.0",
      "cuda_matmul_allow_tf32": false,
      "cudnn": 92400,
      "cudnn_allow_tf32": true,
      "cudnn_benchmark": false,
      "cudnn_deterministic": false,
      "deterministic_algorithms": false,
      "device_capability": [
        8,
        9
      ],
      "device_index": 0,
      "device_name": "NVIDIA GeForce RTX 4090",
      "float32_matmul_precision": "highest",
      "numpy": "2.2.6",
      "precision_configuration_changed_by_component": false,
      "torch": "2.14.0+cu130"
    },
    "files_sha256": {
      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73"
    },
    "gain_f32_bits": "3c23d70a",
    "h_units": "legacy mV",
    "initial_state": "float32 zeros",
    "n_apl": 2,
    "n_kc": 4064,
    "n_neurons": 166700,
    "ok": true,
    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
    "protocol": "phase4ag-apl-v1"
  }
}